Pandas Profiling Report

Dataset statistics

Number of variables	145
Number of observations	5012
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.5 MiB
Average record size in memory	1.1 KiB

Variable types

BOOL	134
NUM	11

Warnings

number has 4524 (90.3%) zeros Zeros

Reproduction

Analysis started	2020-11-30 21:52:32.018474
Analysis finished	2020-11-30 21:54:21.972565
Duration	1 minute and 49.95 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

ascendingaortasurgery_ascending_aorta_plus_aortic_valve_repair
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4948
1	64

Common Values
Chart

Value	Count	Frequency (%)
0	4948	98.7%
1	64	1.3%

ulcer_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4795
1	217

Common Values
Chart

Value	Count	Frequency (%)
0	4795	95.7%
1	217	4.3%

ascendingaortasurgery_ascending_plus_aortic__valve
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4951
1	61

Common Values
Chart

Value	Count	Frequency (%)
0	4951	98.8%
1	61	1.2%

clearance
Real number (ℝ_≥0)

Distinct	4638
Distinct (%)	92.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	77.59136286
Minimum	5.857555
Maximum	262.728
Zeros	0
Zeros (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	5.857555
5-th percentile	30.2663443
Q1	54.83517925
median	74.468885
Q3	96.817265
95-th percentile	135.333345
Maximum	262.728
Range	256.870445
Interquartile range (IQR)	41.98208575

Descriptive statistics

Standard deviation	32.45095478
Coefficient of variation (CV)	0.4182289573
Kurtosis	1.068477933
Mean	77.59136286
Median Absolute Deviation (MAD)	20.817426
Skewness	0.689822015
Sum	388887.9107
Variance	1053.064466
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
77.18585	23	0.5%
108.24	8	0.2%
98.4	8	0.2%
88.56	7	0.1%
92.25	6	0.1%
94.71	6	0.1%
110.7	6	0.1%
64.575	5	0.1%
95.94	4	0.1%
60.666668	4	0.1%
Other values (4628)	4935	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.857555	1	< 0.1%
5.858531	1	< 0.1%
5.9394593	1	< 0.1%
6.060314	1	< 0.1%
6.816727	2	< 0.1%

Value	Count	Frequency (%)
262.728	1	< 0.1%
248.46	1	< 0.1%
247.82222	1	< 0.1%
239.08858	1	< 0.1%
228.8	1	< 0.1%

cardiac_rhythm_fa_ou_tsv
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4430
1	582

Common Values
Chart

Value	Count	Frequency (%)
0	4430	88.4%
1	582	11.6%

etiology_inflammatory
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5005
1	7

Common Values
Chart

Value	Count	Frequency (%)
0	5005	99.9%
1	7	0.1%

others_dot_1_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4784
0	228

Common Values
Chart

Value	Count	Frequency (%)
1	4784	95.5%
0	228	4.5%

others_dot_1_congenital
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4989
1	23

Common Values
Chart

Value	Count	Frequency (%)
0	4989	99.5%
1	23	0.5%

nyhaclass_2
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4536
1	476

Common Values
Chart

Value	Count	Frequency (%)
0	4536	90.5%
1	476	9.5%

previousembolicevent_visceral
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4980
1	32

Common Values
Chart

Value	Count	Frequency (%)
0	4980	99.4%
1	32	0.6%

extracardiac_arteriopathy_lower_limbs
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4773
1	239

Common Values
Chart

Value	Count	Frequency (%)
0	4773	95.2%
1	239	4.8%

redo_a_autre
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4903
1	109

Common Values
Chart

Value	Count	Frequency (%)
0	4903	97.8%
1	109	2.2%

neoplasia_no_metatstasis
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4958
1	54

Common Values
Chart

Value	Count	Frequency (%)
0	4958	98.9%
1	54	1.1%

aortic_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	3110
0	1902

Common Values
Chart

Value	Count	Frequency (%)
1	3110	62.1%
0	1902	37.9%

dyslipidemia_False
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	2523
1	2489

Common Values
Chart

Value	Count	Frequency (%)
0	2523	50.3%
1	2489	49.7%

bmi
Real number (ℝ_≥0)

Distinct	1716
Distinct (%)	34.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	26.55318672
Minimum	11.9795475
Maximum	50.21914
Zeros	0
Zeros (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	11.9795475
5-th percentile	19.723183
Q1	23.510204
median	26.06168
Q3	29.068796
95-th percentile	34.9788305
Maximum	50.21914
Range	38.2395925
Interquartile range (IQR)	5.558592

Descriptive statistics

Standard deviation	4.650184527
Coefficient of variation (CV)	0.1751271731
Kurtosis	1.328637468
Mean	26.55318672
Median Absolute Deviation (MAD)	2.7404985
Skewness	0.7416392956
Sum	133084.5718
Variance	21.62421613
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.221453	38	0.8%
25.951557	33	0.7%
27.681662	32	0.6%
24.489796	27	0.5%
24.691359	26	0.5%
25.711662	25	0.5%
27.54821	22	0.4%
23.4375	22	0.4%
31.25	21	0.4%
26.12245	20	0.4%
Other values (1706)	4746	94.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11.9795475	1	< 0.1%
14.429606	1	< 0.1%
14.605055	1	< 0.1%
15.059701	1	< 0.1%
15.369708	1	< 0.1%

Value	Count	Frequency (%)
50.21914	1	< 0.1%
49.603176	1	< 0.1%
48.48784	1	< 0.1%
48.45679	1	< 0.1%
47.839508	1	< 0.1%

extracardiac_arteriopathy_previous_vascular_surgery
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4831
1	181

Common Values
Chart

Value	Count	Frequency (%)
0	4831	96.4%
1	181	3.6%

aortic_homograft
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4999
1	13

Common Values
Chart

Value	Count	Frequency (%)
0	4999	99.7%
1	13	0.3%

previous_cardiac_surgery_valvular
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4607
1	405

Common Values
Chart

Value	Count	Frequency (%)
0	4607	91.9%
1	405	8.1%

etiology_others
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4881
1	131

Common Values
Chart

Value	Count	Frequency (%)
0	4881	97.4%
1	131	2.6%

copd_untreaded
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4828
1	184

Common Values
Chart

Value	Count	Frequency (%)
0	4828	96.3%
1	184	3.7%

ascendingaortasurgery_bentall_bio
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4962
1	50

Common Values
Chart

Value	Count	Frequency (%)
0	4962	99.0%
1	50	1.0%

mi_False
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	3971
0	1041

Common Values
Chart

Value	Count	Frequency (%)
1	3971	79.2%
0	1041	20.8%

previous_stroke_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4591
0	421

Common Values
Chart

Value	Count	Frequency (%)
1	4591	91.6%
0	421	8.4%

nyhaclass_3
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	3045
1	1967

Common Values
Chart

Value	Count	Frequency (%)
0	3045	60.8%
1	1967	39.2%

cirrhosis_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4963
0	49

Common Values
Chart

Value	Count	Frequency (%)
1	4963	99.0%
0	49	1.0%

ascendingaortasurgery_ascending_aorta_less_valve_repair
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5008
1	4

Common Values
Chart

Value	Count	Frequency (%)
0	5008	99.9%
1	4	0.1%

copd_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4559
0	453

Common Values
Chart

Value	Count	Frequency (%)
1	4559	91.0%
0	453	9.0%

etiology_endocarditis
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4761
1	251

Common Values
Chart

Value	Count	Frequency (%)
0	4761	95.0%
1	251	5.0%

papsyst
Real number (ℝ_≥0)

Distinct	75
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	42.22314519
Minimum	15
Maximum	125
Zeros	0
Zeros (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	15
5-th percentile	26
Q1	40
median	42.265953
Q3	42.265953
95-th percentile	60
Maximum	125
Range	110
Interquartile range (IQR)	2.265953

Descriptive statistics

Standard deviation	9.980038584
Coefficient of variation (CV)	0.236364168
Kurtosis	6.726592348
Mean	42.22314519
Median Absolute Deviation (MAD)	0
Skewness	1.59991196
Sum	211622.4037
Variance	99.60117013
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42.265953	2517	50.2%
30	254	5.1%
40	237	4.7%
35	233	4.6%
50	193	3.9%
45	188	3.8%
25	161	3.2%
55	103	2.1%
60	102	2.0%
38	63	1.3%
Other values (65)	961	19.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
15	2	< 0.1%
16	2	< 0.1%
17	2	< 0.1%
18	3	0.1%
19	4	0.1%

Value	Count	Frequency (%)
125	1	< 0.1%
120	1	< 0.1%
113	1	< 0.1%
110	1	< 0.1%
100	2	< 0.1%

lvefisotopic
Real number (ℝ_≥0)

Distinct	72
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	55.20807054
Minimum	14
Maximum	91
Zeros	0
Zeros (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	14
5-th percentile	55.26565
Q1	55.26565
median	55.26565
Q3	55.26565
95-th percentile	55.26565
Maximum	91
Range	77
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.42614124
Coefficient of variation (CV)	0.08017199653
Kurtosis	29.80026139
Mean	55.20807054
Median Absolute Deviation (MAD)	0
Skewness	-1.805031608
Sum	276702.8496
Variance	19.59072627
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55.26565	4607	91.9%
60	24	0.5%
55	22	0.4%
65	17	0.3%
70	15	0.3%
50	15	0.3%
40	14	0.3%
45	13	0.3%
62	12	0.2%
53	11	0.2%
Other values (62)	262	5.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14	1	< 0.1%
15	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
20	2	< 0.1%

Value	Count	Frequency (%)
91	1	< 0.1%
87	1	< 0.1%
85	2	< 0.1%
84	1	< 0.1%
83	1	< 0.1%

acs_different___less_than__7_d
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4238
0	774

Common Values
Chart

Value	Count	Frequency (%)
1	4238	84.6%
0	774	15.4%

recentmi_a_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4310
1	702

Common Values
Chart

Value	Count	Frequency (%)
0	4310	86.0%
1	702	14.0%

previous_cardiac_surgery_combined
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4990
1	22

Common Values
Chart

Value	Count	Frequency (%)
0	4990	99.6%
1	22	0.4%

activeendocarditis_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4794
1	218

Common Values
Chart

Value	Count	Frequency (%)
0	4794	95.7%
1	218	4.3%

height
Real number (ℝ_≥0)

Distinct	66
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	168.3246825
Minimum	135
Maximum	205
Zeros	0
Zeros (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	135
5-th percentile	152
Q1	162
median	169
Q3	175
95-th percentile	183
Maximum	205
Range	70
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.488581661
Coefficient of variation (CV)	0.05637070881
Kurtosis	0.02508626913
Mean	168.3246825
Median Absolute Deviation (MAD)	6
Skewness	-0.01712979971
Sum	843643.3085
Variance	90.03318194
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
170	439	8.8%
160	314	6.3%
165	303	6.0%
175	269	5.4%
180	237	4.7%
172	221	4.4%
168	189	3.8%
173	183	3.7%
178	172	3.4%
169	169	3.4%
Other values (56)	2516	50.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
135	1	< 0.1%
140	9	0.2%
141	4	0.1%
142	4	0.1%
143	2	< 0.1%

Value	Count	Frequency (%)
205	3	0.1%
204	1	< 0.1%
202	1	< 0.1%
200	2	< 0.1%
199	1	< 0.1%

redo_a_prosthetic_valve_thrombosis
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4975
1	37

Common Values
Chart

Value	Count	Frequency (%)
0	4975	99.3%
1	37	0.7%

ascendingaortasurgery_bentall_bio_plus_plast
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5007
1	5

Common Values
Chart

Value	Count	Frequency (%)
0	5007	99.9%
1	5	0.1%

polyvalvulopathy_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4653
1	359

Common Values
Chart

Value	Count	Frequency (%)
0	4653	92.8%
1	359	7.2%

neoplasia_metatstasis
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4999
1	13

Common Values
Chart

Value	Count	Frequency (%)
0	4999	99.7%
1	13	0.3%

mitral_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	3816
0	1196

Common Values
Chart

Value	Count	Frequency (%)
1	3816	76.1%
0	1196	23.9%

smoker_current
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4225
1	787

Common Values
Chart

Value	Count	Frequency (%)
0	4225	84.3%
1	787	15.7%

smoker_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	2582
1	2430

Common Values
Chart

Value	Count	Frequency (%)
0	2582	51.5%
1	2430	48.5%

others_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4893
0	119

Common Values
Chart

Value	Count	Frequency (%)
1	4893	97.6%
0	119	2.4%

cirrhosis_pht
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4992
1	20

Common Values
Chart

Value	Count	Frequency (%)
0	4992	99.6%
1	20	0.4%

extracardiac_arteriopathy_carotid__larger_than_50_percent_
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4743
1	269

Common Values
Chart

Value	Count	Frequency (%)
0	4743	94.6%
1	269	5.4%

angorclasseccs_3
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4664
1	348

Common Values
Chart

Value	Count	Frequency (%)
0	4664	93.1%
1	348	6.9%

singlevalvulopathy_aoi
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4652
1	360

Common Values
Chart

Value	Count	Frequency (%)
0	4652	92.8%
1	360	7.2%

singlevalvulopathy_org_mr
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4460
1	552

Common Values
Chart

Value	Count	Frequency (%)
0	4460	89.0%
1	552	11.0%

acs_different___less_than__90_d
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4585
1	427

Common Values
Chart

Value	Count	Frequency (%)
0	4585	91.5%
1	427	8.5%

ascendingaorta_dissection
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4915
1	97

Common Values
Chart

Value	Count	Frequency (%)
0	4915	98.1%
1	97	1.9%

congenitalheartdisease_False
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4945
0	67

Common Values
Chart

Value	Count	Frequency (%)
1	4945	98.7%
0	67	1.3%

neurologic_dysfunction_False
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4856
0	156

Common Values
Chart

Value	Count	Frequency (%)
1	4856	96.9%
0	156	3.1%

surg_2
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4760
1	252

Common Values
Chart

Value	Count	Frequency (%)
0	4760	95.0%
1	252	5.0%

ascendingaorta_aneurysm
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4719
1	293

Common Values
Chart

Value	Count	Frequency (%)
0	4719	94.2%
1	293	5.8%

arterial_hypertension_False
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	2807
1	2205

Common Values
Chart

Value	Count	Frequency (%)
0	2807	56.0%
1	2205	44.0%

triscupid_bioprosthesis
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4956
1	56

Common Values
Chart

Value	Count	Frequency (%)
0	4956	98.9%
1	56	1.1%

others_pericarditis
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5002
1	10

Common Values
Chart

Value	Count	Frequency (%)
0	5002	99.8%
1	10	0.2%

previous_stroke_tia
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4862
1	150

Common Values
Chart

Value	Count	Frequency (%)
0	4862	97.0%
1	150	3.0%

ascendingaortasurgery_ascending_aorta_less_cabg
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5010
1	2

Common Values
Chart

Value	Count	Frequency (%)
0	5010	> 99.9%
1	2	< 0.1%

singlevalvulopathy_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	2584
0	2428

Common Values
Chart

Value	Count	Frequency (%)
1	2584	51.6%
0	2428	48.4%

angorclasseccs_0
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	3751
0	1261

Common Values
Chart

Value	Count	Frequency (%)
1	3751	74.8%
0	1261	25.2%

ascendingaortasurgery_ascending_aorta
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4911
1	101

Common Values
Chart

Value	Count	Frequency (%)
0	4911	98.0%
1	101	2.0%

aortic_autogreffe
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5011
1	1

Common Values
Chart

Value	Count	Frequency (%)
0	5011	> 99.9%
1	1	< 0.1%

etiology_congenital
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4819
1	193

Common Values
Chart

Value	Count	Frequency (%)
0	4819	96.1%
1	193	3.9%

previous_stroke_hemorragic_stroke
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4975
1	37

Common Values
Chart

Value	Count	Frequency (%)
0	4975	99.3%
1	37	0.7%

redo_a_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4619
0	393

Common Values
Chart

Value	Count	Frequency (%)
1	4619	92.2%
0	393	7.8%

triscupid_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4421
0	591

Common Values
Chart

Value	Count	Frequency (%)
1	4421	88.2%
0	591	11.8%

weightofproc_single_non_cabg
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	3420
1	1592

Common Values
Chart

Value	Count	Frequency (%)
0	3420	68.2%
1	1592	31.8%

coronary_artery_disease_non_stemi
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4503
1	509

Common Values
Chart

Value	Count	Frequency (%)
0	4503	89.8%
1	509	10.2%

others_transplantation
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5011
1	1

Common Values
Chart

Value	Count	Frequency (%)
0	5011	> 99.9%
1	1	< 0.1%

previous_cardiac_failure_False
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4226
0	786

Common Values
Chart

Value	Count	Frequency (%)
1	4226	84.3%
0	786	15.7%

others_dot_1_tumor
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4969
1	43

Common Values
Chart

Value	Count	Frequency (%)
0	4969	99.1%
1	43	0.9%

smoker_unknown
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4998
1	14

Common Values
Chart

Value	Count	Frequency (%)
0	4998	99.7%
1	14	0.3%

previous_stroke_ischemic_stroke
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4778
1	234

Common Values
Chart

Value	Count	Frequency (%)
0	4778	95.3%
1	234	4.7%

coronary_artery_disease_stable_angina
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4115
1	897

Common Values
Chart

Value	Count	Frequency (%)
0	4115	82.1%
1	897	17.9%

ascendingaortasurgery_bentall_mec
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4872
1	140

Common Values
Chart

Value	Count	Frequency (%)
0	4872	97.2%
1	140	2.8%

singlevalvulopathy_fctl_mr
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4981
1	31

Common Values
Chart

Value	Count	Frequency (%)
0	4981	99.4%
1	31	0.6%

angorclasseccs_1
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4889
1	123

Common Values
Chart

Value	Count	Frequency (%)
0	4889	97.5%
1	123	2.5%

genderpat_a_False
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	3394
0	1618

Common Values
Chart

Value	Count	Frequency (%)
1	3394	67.7%
0	1618	32.3%

weightofproc_2_procedures
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	3930
1	1082

Common Values
Chart

Value	Count	Frequency (%)
0	3930	78.4%
1	1082	21.6%

criticalpreoperativestate_a_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4863
1	149

Common Values
Chart

Value	Count	Frequency (%)
0	4863	97.0%
1	149	3.0%

diabetesoninsulin_False
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4617
0	395

Common Values
Chart

Value	Count	Frequency (%)
1	4617	92.1%
0	395	7.9%

others_dot_1_pof
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5010
1	2

Common Values
Chart

Value	Count	Frequency (%)
0	5010	> 99.9%
1	2	< 0.1%

previous_cardiac_surgery_others
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4973
1	39

Common Values
Chart

Value	Count	Frequency (%)
0	4973	99.2%
1	39	0.8%

others_dot_1_myomectomy
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4993
1	19

Common Values
Chart

Value	Count	Frequency (%)
0	4993	99.6%
1	19	0.4%

nyhaclass_1
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	3937
1	1075

Common Values
Chart

Value	Count	Frequency (%)
0	3937	78.6%
1	1075	21.4%

etiology_degenerative_or_dystrophic
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	3528
1	1484

Common Values
Chart

Value	Count	Frequency (%)
0	3528	70.4%
1	1484	29.6%

cardiacfailure_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4752
1	260

Common Values
Chart

Value	Count	Frequency (%)
0	4752	94.8%
1	260	5.2%

coronary_artery_disease_stemi
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4480
1	532

Common Values
Chart

Value	Count	Frequency (%)
0	4480	89.4%
1	532	10.6%

mitral_bioprosthesis
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4634
1	378

Common Values
Chart

Value	Count	Frequency (%)
0	4634	92.5%
1	378	7.5%

previousembolicevent_stroke
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4825
1	187

Common Values
Chart

Value	Count	Frequency (%)
0	4825	96.3%
1	187	3.7%

weight
Real number (ℝ_≥0)

Distinct	101
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	75.38550144
Minimum	34
Maximum	157
Zeros	0
Zeros (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	34
5-th percentile	52
Q1	65
median	75
Q3	85
95-th percentile	102
Maximum	157
Range	123
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	15.07726967
Coefficient of variation (CV)	0.2000022469
Kurtosis	0.6168675447
Mean	75.38550144
Median Absolute Deviation (MAD)	10
Skewness	0.4644523016
Sum	377832.1332
Variance	227.3240607
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	283	5.6%
70	274	5.5%
75	219	4.4%
60	165	3.3%
65	159	3.2%
85	152	3.0%
68	146	2.9%
72	139	2.8%
78	136	2.7%
90	128	2.6%
Other values (91)	3211	64.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
34	1	< 0.1%
35	2	< 0.1%
36	2	< 0.1%
38	1	< 0.1%
39	2	< 0.1%

Value	Count	Frequency (%)
157	1	< 0.1%
155	1	< 0.1%
140	1	< 0.1%
136	2	< 0.1%
133	1	< 0.1%

singlevalvulopathy_mitral_stenosis
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4753
1	259

Common Values
Chart

Value	Count	Frequency (%)
0	4753	94.8%
1	259	5.2%

urgency_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4733
1	279

Common Values
Chart

Value	Count	Frequency (%)
0	4733	94.4%
1	279	5.6%

pulmonaryhypertension_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4780
1	232

Common Values
Chart

Value	Count	Frequency (%)
0	4780	95.4%
1	232	4.6%

previousembolicevent_peripheral
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4944
1	68

Common Values
Chart

Value	Count	Frequency (%)
0	4944	98.6%
1	68	1.4%

diabetes__status_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	3766
0	1246

Common Values
Chart

Value	Count	Frequency (%)
1	3766	75.1%
0	1246	24.9%

creatinine
Real number (ℝ_≥0)

Distinct	285
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	100.9170262
Minimum	35
Maximum	999
Zeros	0
Zeros (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	35
5-th percentile	58
Q1	75
median	88
Q3	106
95-th percentile	168
Maximum	999
Range	964
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	68.43639964
Coefficient of variation (CV)	0.6781452268
Kurtosis	71.57601608
Mean	100.9170262
Median Absolute Deviation (MAD)	15
Skewness	7.266763062
Sum	505796.1355
Variance	4683.540795
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85	117	2.3%
88	112	2.2%
80	109	2.2%
76	103	2.1%
82	103	2.1%
78	101	2.0%
77	98	2.0%
75	93	1.9%
86	92	1.8%
83	91	1.8%
Other values (275)	3993	79.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
35	4	0.1%
37	2	< 0.1%
38	1	< 0.1%
39	2	< 0.1%
40	1	< 0.1%

Value	Count	Frequency (%)
999	4	0.1%
998	1	< 0.1%
990	1	< 0.1%
952	1	< 0.1%
949	1	< 0.1%

number
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1266959298
Minimum	0
Maximum	5
Zeros	4524
Zeros (%)	90.3%
Memory size	39.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4290741041
Coefficient of variation (CV)	3.38664474
Kurtosis	20.62252195
Mean	0.1266959298
Median Absolute Deviation (MAD)	0
Skewness	4.135016146
Sum	635
Variance	0.1841045868
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	4524	90.3%
1	373	7.4%
2	87	1.7%
3	25	0.5%
4	2	< 0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4524	90.3%
1	373	7.4%
2	87	1.7%
3	25	0.5%
4	2	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	2	< 0.1%
3	25	0.5%
2	87	1.7%
1	373	7.4%

others_dot_1_others
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4871
1	141

Common Values
Chart

Value	Count	Frequency (%)
0	4871	97.2%
1	141	2.8%

redo_False
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4524
0	488

Common Values
Chart

Value	Count	Frequency (%)
1	4524	90.3%
0	488	9.7%

lvef
Real number (ℝ_≥0)

Distinct	72
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	57.82647087
Minimum	10
Maximum	89
Zeros	0
Zeros (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	10
5-th percentile	35
Q1	50
median	60
Q3	66
95-th percentile	75
Maximum	89
Range	79
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	11.93577847
Coefficient of variation (CV)	0.2064068288
Kurtosis	0.5227325304
Mean	57.82647087
Median Absolute Deviation (MAD)	7
Skewness	-0.6856468847
Sum	289826.272
Variance	142.4628078
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	1009	20.1%
55	493	9.8%
70	452	9.0%
50	429	8.6%
65	306	6.1%
45	248	4.9%
40	178	3.6%
35	112	2.2%
30	102	2.0%
67	87	1.7%
Other values (62)	1596	31.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10	1	< 0.1%
15	1	< 0.1%
17	1	< 0.1%
20	31	0.6%
22	3	0.1%

Value	Count	Frequency (%)
89	1	< 0.1%
88	2	< 0.1%
87	1	< 0.1%
86	3	0.1%
85	5	0.1%

redo_a_cabg
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4990
1	22

Common Values
Chart

Value	Count	Frequency (%)
0	4990	99.6%
1	22	0.4%

mitral_valve_repair
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4672
1	340

Common Values
Chart

Value	Count	Frequency (%)
0	4672	93.2%
1	340	6.8%

singlevalvulopathy_tricuspid
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4990
1	22

Common Values
Chart

Value	Count	Frequency (%)
0	4990	99.6%
1	22	0.4%

triscupid_homograft
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5007
1	5

Common Values
Chart

Value	Count	Frequency (%)
0	5007	99.9%
1	5	0.1%

redo_a_bioproth_dot__failure
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4929
1	83

Common Values
Chart

Value	Count	Frequency (%)
0	4929	98.3%
1	83	1.7%

aa
Real number (ℝ_≥0)

Distinct	34
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.360335196
Minimum	1
Maximum	35
Zeros	0
Zeros (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	7
Q3	16
95-th percentile	25
Maximum	35
Range	34
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.597698646
Coefficient of variation (CV)	0.9185246539
Kurtosis	-0.8309492788
Mean	9.360335196
Median Absolute Deviation (MAD)	6
Skewness	0.6465426
Sum	46914
Variance	73.920422
Monotocity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
1	1742	34.8%
4	164	3.3%
17	155	3.1%
8	154	3.1%
12	149	3.0%
10	142	2.8%
9	141	2.8%
18	141	2.8%
15	138	2.8%
5	136	2.7%
Other values (24)	1950	38.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1742	34.8%
2	127	2.5%
3	134	2.7%
4	164	3.3%
5	136	2.7%

Value	Count	Frequency (%)
35	1	< 0.1%
33	3	0.1%
32	8	0.2%
31	13	0.3%
30	18	0.4%

previousangioplasty_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4403
1	609

Common Values
Chart

Value	Count	Frequency (%)
0	4403	87.8%
1	609	12.2%

on_dialysis_False
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4957
0	55

Common Values
Chart

Value	Count	Frequency (%)
1	4957	98.9%
0	55	1.1%

previousembolicevent_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4711
0	301

Common Values
Chart

Value	Count	Frequency (%)
1	4711	94.0%
0	301	6.0%

angorclasseccs_2
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4295
1	717

Common Values
Chart

Value	Count	Frequency (%)
0	4295	85.7%
1	717	14.3%

weightofproc_isolated_cabg
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	3128
1	1884

Common Values
Chart

Value	Count	Frequency (%)
0	3128	62.4%
1	1884	37.6%

aortic_bioprosthesis
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	3831
1	1181

Common Values
Chart

Value	Count	Frequency (%)
0	3831	76.4%
1	1181	23.6%

nyhaclass_4
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	3518
1	1494

Common Values
Chart

Value	Count	Frequency (%)
0	3518	70.2%
1	1494	29.8%

others_others
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4952
1	60

Common Values
Chart

Value	Count	Frequency (%)
0	4952	98.8%
1	60	1.2%

redo_a_mitral_valve_repair_failure
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4928
1	84

Common Values
Chart

Value	Count	Frequency (%)
0	4928	98.3%
1	84	1.7%

previous_cardiac_surgery_cabg
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4963
1	49

Common Values
Chart

Value	Count	Frequency (%)
0	4963	99.0%
1	49	1.0%

weightofproc_3_procedures
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4558
1	454

Common Values
Chart

Value	Count	Frequency (%)
0	4558	90.9%
1	454	9.1%

previous_endocarditis_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4856
1	156

Common Values
Chart

Value	Count	Frequency (%)
0	4856	96.9%
1	156	3.1%

tricuspid_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4501
1	511

Common Values
Chart

Value	Count	Frequency (%)
0	4501	89.8%
1	511	10.2%

singlevalvulopathy_ao_stenosis
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	3808
1	1204

Common Values
Chart

Value	Count	Frequency (%)
0	3808	76.0%
1	1204	24.0%

redo_a_endocarditis
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4960
1	52

Common Values
Chart

Value	Count	Frequency (%)
0	4960	99.0%
1	52	1.0%

coronary_artery_disease_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	3074
0	1938

Common Values
Chart

Value	Count	Frequency (%)
1	3074	61.3%
0	1938	38.7%

ascendingaorta_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4622
0	390

Common Values
Chart

Value	Count	Frequency (%)
1	4622	92.2%
0	390	7.8%

previousembolicevent_thrombosis
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4998
1	14

Common Values
Chart

Value	Count	Frequency (%)
0	4998	99.7%
1	14	0.3%

redo_a_yes
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5006
1	6

Common Values
Chart

Value	Count	Frequency (%)
0	5006	99.9%
1	6	0.1%

ascendingaortasurgery_ascending_and_arch
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4980
1	32

Common Values
Chart

Value	Count	Frequency (%)
0	4980	99.4%
1	32	0.6%

ascendingaortasurgery_ascending_aorta__plus_mitral_valve
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5010
1	2

Common Values
Chart

Value	Count	Frequency (%)
0	5010	> 99.9%
1	2	< 0.1%

neoplasia_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4607
0	405

Common Values
Chart

Value	Count	Frequency (%)
1	4607	91.9%
0	405	8.1%

renalimpairment_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4853
1	159

Common Values
Chart

Value	Count	Frequency (%)
0	4853	96.8%
1	159	3.2%

cirrhosis_uncomplicated
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4983
1	29

Common Values
Chart

Value	Count	Frequency (%)
0	4983	99.4%
1	29	0.6%

etiology_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	2519
1	2493

Common Values
Chart

Value	Count	Frequency (%)
0	2519	50.3%
1	2493	49.7%

aortic_valve_repair
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5003
1	9

Common Values
Chart

Value	Count	Frequency (%)
0	5003	99.8%
1	9	0.2%

lv2_False
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

1	4213
0	799

Common Values
Chart

Value	Count	Frequency (%)
1	4213	84.1%
0	799	15.9%

mitral_mechanical
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4534
1	478

Common Values
Chart

Value	Count	Frequency (%)
0	4534	90.5%
1	478	9.5%

diabetes__status_oral_therapy
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4161
1	851

Common Values
Chart

Value	Count	Frequency (%)
0	4161	83.0%
1	851	17.0%

smoker_past
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	3231
1	1781

Common Values
Chart

Value	Count	Frequency (%)
0	3231	64.5%
1	1781	35.5%

agepat
Real number (ℝ_≥0)

Distinct	75
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	63.53232243
Minimum	18
Maximum	93
Zeros	0
Zeros (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	18
5-th percentile	36
Q1	55
median	65
Q3	74
95-th percentile	83
Maximum	93
Range	75
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	14.09799614
Coefficient of variation (CV)	0.2219027355
Kurtosis	0.1757784335
Mean	63.53232243
Median Absolute Deviation (MAD)	10
Skewness	-0.6622371374
Sum	318424
Variance	198.7534951
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	164	3.3%
75	155	3.1%
66	154	3.1%
70	149	3.0%
68	142	2.8%
76	141	2.8%
67	141	2.8%
73	138	2.8%
63	136	2.7%
59	135	2.7%
Other values (65)	3557	71.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
18	4	0.1%
19	6	0.1%
20	7	0.1%
21	6	0.1%
22	12	0.2%

Value	Count	Frequency (%)
93	1	< 0.1%
91	3	0.1%
90	8	0.2%
89	13	0.3%
88	18	0.4%

aortic_mechanical
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4314
1	698

Common Values
Chart

Value	Count	Frequency (%)
0	4314	86.1%
1	698	13.9%

cabg_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	2591
1	2421

Common Values
Chart

Value	Count	Frequency (%)
0	2591	51.7%
1	2421	48.3%

lv1_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4914
1	98

Common Values
Chart

Value	Count	Frequency (%)
0	4914	98.0%
1	98	2.0%

previousradiotherapy_True
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	4919
1	93

Common Values
Chart

Value	Count	Frequency (%)
0	4919	98.1%
1	93	1.9%

others_dissection_type_b
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

0	5009
1	3

Common Values
Chart

Value	Count	Frequency (%)
0	5009	99.9%
1	3	0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	clearance	cardiac_rhythm_fa_ou_tsv	others_dot_1_no	redo_a_autre	aortic_no	dyslipidemia_False	bmi	extracardiac_arteriopathy_previous_vascular_surgery	previous_cardiac_surgery_valvular	etiology_others	mi_False	previous_stroke_no	nyhaclass_3	cirrhosis_no	copd_no	papsyst	lvefisotopic	acs_different___less_than__7_d	height	mitral_no	smoker_current	smoker_no	others_no	extracardiac_arteriopathy_carotid__larger_than_50_percent_	singlevalvulopathy_org_mr	congenitalheartdisease_False	neurologic_dysfunction_False	arterial_hypertension_False	previous_stroke_tia	singlevalvulopathy_no	angorclasseccs_0	redo_a_no	triscupid_no	weightofproc_single_non_cabg	previous_cardiac_failure_False	previous_stroke_ischemic_stroke	coronary_artery_disease_stable_angina	genderpat_a_False	weightofproc_2_procedures	diabetesoninsulin_False	nyhaclass_1	etiology_degenerative_or_dystrophic	cardiacfailure_True	coronary_artery_disease_stemi	previousembolicevent_stroke	weight	singlevalvulopathy_mitral_stenosis	urgency_True	diabetes__status_no	creatinine	number	others_dot_1_others	redo_False	lvef	mitral_valve_repair	redo_a_bioproth_dot__failure	aa	previousangioplasty_True	on_dialysis_False	previousembolicevent_no	angorclasseccs_2	weightofproc_isolated_cabg	aortic_bioprosthesis	nyhaclass_4	tricuspid_True	singlevalvulopathy_ao_stenosis	coronary_artery_disease_no	ascendingaorta_no	neoplasia_no	etiology_no	lv2_False	mitral_mechanical	diabetes__status_oral_therapy	smoker_past	agepat	cabg_True	lv1_True
0	73.676575	0.0	1.0	0.0	1.0	1.0	24.671053	0.0	0.0	0.0	1.0	1.0	0.0	1.0	1.0	30.000000	55.26565	1.0	152.0	0.0	0.0	1.0	1.0	0.0	0.0	1.0	1.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	1.0	0.0	0.0	1.0	0.0	0.0	57.0	1.0	1.0	1.0	70.0	0.0	0.0	1.0	64.0	0.0	0.0	1.0	0.0	1.0	1.0	0.0	0.0	0.0	1.0	0.0	0.0	1.0	1.0	1.0	0.0	1.0	1.0	0.0	0.0	53.0	0.0	0.0
1	80.165650	0.0	1.0	0.0	1.0	1.0	25.510204	0.0	1.0	0.0	1.0	0.0	1.0	1.0	1.0	35.000000	55.26565	1.0	168.0	0.0	0.0	1.0	1.0	0.0	0.0	1.0	1.0	0.0	0.0	1.0	1.0	0.0	0.0	0.0	1.0	1.0	0.0	0.0	1.0	1.0	0.0	0.0	0.0	0.0	1.0	72.0	0.0	0.0	1.0	85.0	1.0	0.0	0.0	67.0	0.0	1.0	1.0	0.0	1.0	0.0	0.0	0.0	0.0	0.0	1.0	0.0	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	49.0	0.0	0.0
2	97.747955	0.0	1.0	0.0	1.0	1.0	27.444546	0.0	0.0	0.0	1.0	0.0	1.0	1.0	1.0	42.265953	52.00000	1.0	188.0	0.0	0.0	1.0	1.0	0.0	1.0	1.0	1.0	0.0	1.0	0.0	0.0	1.0	1.0	0.0	1.0	0.0	1.0	1.0	1.0	1.0	0.0	1.0	0.0	0.0	0.0	97.0	0.0	0.0	1.0	83.0	0.0	0.0	1.0	50.0	1.0	0.0	14.0	0.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	0.0	1.0	0.0	0.0	0.0	72.0	1.0	0.0
3	71.897940	0.0	1.0	0.0	1.0	1.0	34.720882	0.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	42.265953	55.26565	0.0	161.0	1.0	0.0	0.0	1.0	0.0	0.0	1.0	1.0	1.0	0.0	1.0	0.0	1.0	1.0	0.0	1.0	0.0	0.0	1.0	0.0	0.0	0.0	0.0	0.0	1.0	0.0	90.0	0.0	0.0	0.0	97.0	0.0	0.0	1.0	25.0	0.0	0.0	19.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	1.0	77.0	1.0	1.0
4	72.000000	0.0	0.0	1.0	1.0	1.0	33.874065	0.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	40.000000	55.26565	1.0	163.0	0.0	0.0	1.0	1.0	0.0	1.0	1.0	1.0	0.0	0.0	0.0	1.0	0.0	1.0	0.0	1.0	0.0	0.0	0.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	90.0	0.0	0.0	1.0	104.0	2.0	1.0	0.0	70.0	0.0	0.0	2.0	0.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	0.0	0.0	1.0	1.0	0.0	0.0	60.0	0.0	0.0
5	33.573914	1.0	1.0	0.0	0.0	1.0	20.700817	0.0	0.0	0.0	1.0	1.0	0.0	1.0	1.0	60.000000	55.26565	1.0	163.0	1.0	0.0	1.0	1.0	0.0	0.0	1.0	1.0	1.0	0.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	1.0	0.0	0.0	0.0	55.0	0.0	0.0	1.0	92.0	0.0	0.0	1.0	75.0	0.0	0.0	28.0	0.0	1.0	1.0	0.0	0.0	1.0	0.0	1.0	1.0	1.0	1.0	1.0	0.0	1.0	0.0	0.0	0.0	86.0	0.0	0.0
6	104.960000	0.0	1.0	0.0	1.0	0.0	28.088991	0.0	0.0	0.0	1.0	1.0	0.0	1.0	1.0	42.265953	55.26565	1.0	177.0	1.0	1.0	0.0	1.0	0.0	0.0	1.0	1.0	1.0	0.0	1.0	1.0	1.0	1.0	0.0	1.0	0.0	0.0	1.0	0.0	1.0	1.0	0.0	0.0	0.0	0.0	88.0	0.0	0.0	1.0	99.0	0.0	0.0	1.0	27.0	0.0	0.0	1.0	0.0	1.0	1.0	0.0	1.0	0.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	44.0	1.0	1.0
7	47.040000	0.0	1.0	0.0	0.0	1.0	32.812500	0.0	0.0	0.0	1.0	1.0	0.0	1.0	1.0	42.265953	55.26565	1.0	160.0	1.0	0.0	1.0	1.0	0.0	0.0	1.0	1.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	1.0	0.0	1.0	0.0	0.0	0.0	84.0	0.0	0.0	0.0	104.0	0.0	0.0	1.0	60.0	0.0	0.0	26.0	0.0	1.0	1.0	0.0	0.0	1.0	1.0	0.0	1.0	1.0	1.0	1.0	0.0	1.0	0.0	1.0	0.0	84.0	0.0	0.0
8	74.918180	0.0	1.0	0.0	1.0	1.0	22.598140	0.0	0.0	0.0	1.0	1.0	0.0	1.0	1.0	42.265953	55.26565	1.0	176.0	1.0	1.0	0.0	1.0	1.0	0.0	1.0	1.0	0.0	0.0	1.0	0.0	1.0	1.0	0.0	1.0	0.0	1.0	1.0	0.0	0.0	1.0	0.0	0.0	0.0	0.0	70.0	0.0	0.0	0.0	77.0	0.0	0.0	1.0	72.0	0.0	0.0	15.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	1.0	0.0	1.0	1.0	0.0	0.0	0.0	73.0	1.0	0.0
9	71.832000	0.0	1.0	0.0	0.0	0.0	25.559330	1.0	0.0	0.0	1.0	1.0	1.0	1.0	0.0	40.000000	55.26565	1.0	169.0	1.0	0.0	0.0	1.0	0.0	0.0	1.0	1.0	1.0	0.0	0.0	1.0	1.0	1.0	0.0	1.0	0.0	0.0	1.0	1.0	1.0	0.0	1.0	0.0	0.0	0.0	73.0	0.0	0.0	1.0	75.0	0.0	0.0	1.0	60.0	0.0	0.0	22.0	0.0	1.0	1.0	0.0	0.0	1.0	0.0	0.0	1.0	1.0	1.0	1.0	0.0	1.0	0.0	0.0	1.0	80.0	1.0	0.0

Last rows

	ulcer_True	clearance	others_dot_1_no	extracardiac_arteriopathy_lower_limbs	aortic_no	dyslipidemia_False	bmi	extracardiac_arteriopathy_previous_vascular_surgery	mi_False	previous_stroke_no	nyhaclass_3	cirrhosis_no	copd_no	etiology_endocarditis	papsyst	lvefisotopic	acs_different___less_than__7_d	recentmi_a_True	activeendocarditis_True	height	mitral_no	smoker_current	smoker_no	others_no	singlevalvulopathy_org_mr	acs_different___less_than__90_d	congenitalheartdisease_False	neurologic_dysfunction_False	arterial_hypertension_False	singlevalvulopathy_no	angorclasseccs_0	redo_a_no	triscupid_no	weightofproc_single_non_cabg	coronary_artery_disease_non_stemi	previous_cardiac_failure_False	ascendingaortasurgery_bentall_mec	genderpat_a_False	weightofproc_2_procedures	diabetesoninsulin_False	previous_cardiac_surgery_others	nyhaclass_1	etiology_degenerative_or_dystrophic	coronary_artery_disease_stemi	mitral_bioprosthesis	weight	pulmonaryhypertension_True	diabetes__status_no	creatinine	number	redo_False	lvef	mitral_valve_repair	aa	previousangioplasty_True	on_dialysis_False	previousembolicevent_no	weightofproc_isolated_cabg	aortic_bioprosthesis	nyhaclass_4	weightofproc_3_procedures	previous_endocarditis_True	tricuspid_True	singlevalvulopathy_ao_stenosis	redo_a_endocarditis	coronary_artery_disease_no	ascendingaorta_no	neoplasia_no	renalimpairment_True	etiology_no	lv2_False	diabetes__status_oral_therapy	smoker_past	agepat	aortic_mechanical	cabg_True
5002	0.0	44.236280	1.0	0.0	1.0	0.0	24.218750	0.0	0.0	1.0	1.0	1.0	1.0	0.0	35.000000	55.26565	0.0	1.0	0.0	160.0	1.0	0.0	1.0	1.0	0.0	1.0	1.0	1.0	0.0	1.0	1.0	1.0	1.0	0.0	1.0	1.0	0.0	0.0	0.0	1.0	0.0	0.0	0.0	0.0	0.0	62.0	0.0	1.0	86.0	0.0	1.0	40.0	0.0	23.0	0.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	0.0	1.0	0.0	0.0	0.0	81.0	0.0	1.0
5003	0.0	125.838460	1.0	0.0	0.0	1.0	23.661438	0.0	1.0	1.0	1.0	1.0	1.0	0.0	42.265953	55.26565	1.0	0.0	1.0	172.0	1.0	0.0	1.0	1.0	0.0	0.0	1.0	1.0	1.0	1.0	1.0	0.0	1.0	0.0	0.0	1.0	1.0	1.0	0.0	1.0	1.0	0.0	0.0	0.0	0.0	70.0	0.0	1.0	65.0	1.0	0.0	65.0	0.0	1.0	0.0	1.0	1.0	0.0	0.0	0.0	1.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	0.0	1.0	1.0	0.0	0.0	45.0	1.0	0.0
5004	1.0	63.356606	1.0	0.0	1.0	0.0	22.491350	1.0	0.0	1.0	1.0	1.0	1.0	0.0	28.000000	33.00000	0.0	1.0	0.0	170.0	1.0	1.0	0.0	1.0	0.0	1.0	1.0	1.0	0.0	1.0	1.0	1.0	1.0	0.0	1.0	0.0	0.0	1.0	0.0	1.0	0.0	0.0	0.0	0.0	0.0	65.0	0.0	1.0	106.0	0.0	1.0	35.0	0.0	1.0	0.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	0.0	1.0	0.0	0.0	0.0	56.0	0.0	1.0
5005	0.0	96.034615	1.0	0.0	1.0	0.0	22.857143	0.0	0.0	1.0	0.0	1.0	1.0	0.0	42.265953	55.26565	0.0	1.0	0.0	175.0	1.0	0.0	1.0	1.0	0.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	1.0	0.0	1.0	0.0	1.0	0.0	1.0	0.0	1.0	0.0	70.0	0.0	1.0	78.0	0.0	1.0	40.0	0.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	0.0	1.0	0.0	0.0	0.0	53.0	0.0	1.0
5006	0.0	43.373684	1.0	1.0	1.0	1.0	19.531250	0.0	1.0	1.0	0.0	1.0	1.0	0.0	70.000000	55.26565	1.0	0.0	0.0	160.0	0.0	0.0	0.0	1.0	1.0	0.0	1.0	1.0	1.0	0.0	1.0	1.0	0.0	0.0	0.0	1.0	0.0	1.0	1.0	1.0	0.0	0.0	1.0	0.0	0.0	50.0	1.0	1.0	95.0	0.0	1.0	60.0	1.0	15.0	0.0	1.0	1.0	0.0	0.0	1.0	0.0	0.0	1.0	0.0	0.0	1.0	1.0	1.0	0.0	0.0	1.0	0.0	1.0	73.0	0.0	0.0
5007	0.0	49.739132	1.0	0.0	0.0	0.0	24.444445	0.0	1.0	1.0	1.0	1.0	1.0	0.0	33.000000	55.26565	1.0	0.0	0.0	150.0	1.0	0.0	1.0	1.0	0.0	0.0	1.0	1.0	1.0	0.0	1.0	1.0	1.0	0.0	0.0	1.0	0.0	0.0	1.0	1.0	0.0	0.0	1.0	0.0	0.0	55.0	0.0	1.0	69.0	0.0	1.0	73.0	0.0	22.0	1.0	1.0	1.0	0.0	1.0	0.0	0.0	0.0	0.0	1.0	0.0	1.0	1.0	1.0	0.0	0.0	1.0	0.0	0.0	80.0	0.0	1.0
5008	0.0	71.629410	1.0	0.0	1.0	0.0	25.351542	0.0	0.0	1.0	0.0	1.0	1.0	0.0	45.000000	55.26565	1.0	1.0	0.0	172.0	1.0	0.0	0.0	1.0	0.0	0.0	1.0	1.0	0.0	1.0	1.0	1.0	1.0	0.0	1.0	1.0	0.0	1.0	0.0	1.0	0.0	1.0	0.0	0.0	0.0	75.0	0.0	1.0	85.0	0.0	1.0	45.0	0.0	16.0	0.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	0.0	1.0	0.0	0.0	1.0	74.0	0.0	1.0
5009	0.0	65.481480	1.0	0.0	1.0	1.0	34.484158	0.0	0.0	1.0	0.0	1.0	1.0	0.0	42.265953	55.26565	1.0	1.0	0.0	157.0	1.0	0.0	1.0	1.0	0.0	0.0	1.0	1.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	1.0	0.0	0.0	0.0	1.0	0.0	1.0	0.0	1.0	0.0	85.0	0.0	1.0	108.0	0.0	1.0	35.0	0.0	2.0	0.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	0.0	1.0	0.0	0.0	0.0	60.0	0.0	1.0
5010	0.0	52.000000	1.0	0.0	1.0	1.0	25.631168	0.0	0.0	1.0	1.0	1.0	1.0	0.0	25.000000	55.26565	0.0	1.0	0.0	153.0	1.0	0.0	0.0	1.0	0.0	1.0	1.0	1.0	0.0	1.0	1.0	1.0	1.0	0.0	0.0	1.0	0.0	0.0	0.0	1.0	0.0	0.0	0.0	1.0	0.0	60.0	0.0	0.0	78.0	0.0	1.0	62.0	0.0	17.0	0.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	0.0	1.0	1.0	1.0	1.0	75.0	0.0	1.0
5011	0.0	14.295849	1.0	1.0	1.0	0.0	25.249338	0.0	1.0	1.0	0.0	1.0	1.0	1.0	48.000000	55.26565	1.0	0.0	1.0	178.0	0.0	0.0	1.0	1.0	1.0	0.0	1.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	0.0	1.0	0.0	1.0	0.0	1.0	0.0	1.0	0.0	0.0	1.0	80.0	0.0	0.0	530.0	0.0	1.0	70.0	0.0	5.0	0.0	0.0	1.0	0.0	0.0	0.0	0.0	1.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	0.0	1.0	1.0	0.0	63.0	0.0	0.0

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows